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Dr. M. Sabarimalai Manikandan
Associate Professor
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Biosketch

Educational Qualification and Experiences: M. Sabarimalai Manikandan received the B.E. degree in ECE from Bharathiar University, India, the M.E. degree in Microwave and Optical Engineering from Madurai Kamaraj University, India, and the Ph.D. degree in Biosignal Processing from IIT Guwahati, India. He was an Assistant Professor (Jul 2013 - Dec 2021) at School of Electrical Sciences, IIT Bhubaneswar. He was a Chief Engineer (Dec 2011 - July 2013) with the Advanced Technology Group, Samsung India Electronic Pvt. Ltd., Noida, India. He was an Assistant Professor (Jan 2010 - Dec 2011) at Center for Computational Engineering and Networking (CEN), Amrita University, India and a Lead Engineer (Jan 2009 - Jan 2010) with the Audio Group, Samsung India Electronic Pvt. Ltd., Noida, India.

Main Focus: Design and development of Energy-Efficient AI-powered Health Sensing and Monitoring Systems, Drone Detection and See-Through Wall Human Sensing, Human-Machine Interactions and Voice-Enabled Technologies, and Sound Based Surveillance Systems.

Professional Activities: Dr. M. S. Manikandan was a recipient of the 2012 Outstanding Performance Award and also Employee of the Month during his tenure at Samsung India Electronic Pvt., Ltd. and received 2019 CVET Most Cited Article Award at the Biomedical Engineering Society (BME) conference, Philadelphia, USA and 2019 IET Healthcare Technology Letters Premium Award. He is currently the Chair of Cardio–Respiratory (CR) Subgroup of IEEE Standards P1752.2 and Vice Chair of Working Group of IEEE Standards P2520.3.1 (Standard for Machine Olfaction Devices and Systems) and Member of Working Group of IEEE P1924.1 (Energy Efficient Communication Hardware (COM/GreenICT-SC/EECH)) with main contribution of Recommendation of Sensor and Data Acquisition Techniques. He serves as Associate Editor of IEEE Access, Healthcare Technology Letters, IET Generation, Transmission & Distribution, PLOS Digital Health and Frontiers in Signal Processing (Biomedical Signal Processing) and Academic Editor and Guest Editor of Journal of Healthcare Engineering. He serves as the reviewer for reputed journals including the IEEE, ACM, IET, Springer, Elsevier, PLOS ONE, and Taylor and Francis.

Technical Expert Committe Member and Project Proposal Reviewer: SERB Proposal Reviewer: Odisha Startup Application Evaluation and Selection and Fund Approval; Startup Policy Development;  Technology Development Board (TDB), DST; Technical Member, Procurement, Department of Women & Child Development and Mission Shakti; Testing of GPS PDAs, Forest Hqrs. Odisha; Technical Equipment Procurement, Odisha Police-Special Operation Group; Technical Evaluation /field trial of UAV, SOG Hdqrs, Odisha; Translation of Mandarin to English and vice versa, Technical Consultative Workshop under Technology Development Fund (TDF) Scheme; Mobility Plan Co-ordination Committee (MPCC) for Low Carbon Mobility Plan (LCMP), Bhubaneswar Development Authority;  and Technical Evaluation, Mass Communication & Early Warning Dissemination System, Odisha Space Applications Centre (ORSAC).

Institute Administrative Responsibilities (Past at IIT Bhubaneswar): Director, IITBBS Research and Entrepreneur Park -One of the Directors, Professor In Charge (PIC) of Startup Centre, Joint PIC of Permanent Campus, PIC of Horticulture; In-charge of Security Services;  Coordinator: Odisha Startup Nodal Officer, National Innovation and Startup Policy (NISP), Coordinator,  Institute Ethical Committee (IEC)-Health; Member of: House Allotment Committee, Women Welfare Committee (WWC), Unnat Bharat Abhiyan, Technology Market Committee (TMC), Procurement Committee, Auction/Tender Committee, Convocation and Institute Foundation Day; Selection Commitee Member of: Horticulturist, Jr. Technical Superintendent & Jr. Technician, Security Agency and Assessment Committee Member: Review the Performance of Non-Teaching Staff, and Satff Confirmation Committee Member. 

Research

Smart Sensing and Automation Systems (Vision: Reproducible  Research and Responsible Innovation): Main focus is to design and development of Smart Sensing and Monitoring technologies by addressing major design and end-user requirements and key challenges, including the improving accuracy and reliability (due to presence of various kinds of noises and artefact sources), reducing energy consumption (limited battery power due to tiny/small and continuous remote monitoring), reducing  latency or processing time (due to cloud computing and algorithm complexity), limited computing resources (due to affordability, portability/wearable leading to limited processor speed and on-board memory space), improving user privacy and security (due to cloud computing or storing/transmission of data) and incorporating contextual information fusion (due to highly correlated normal and abnormal events in most practical applications) by exploring the recent advancements in sensor, data acquisition, low-power processor, internet of things (IoT), machine learning (ML) /artificial intelligence (AI) and AR/VR technologies. 

Smart Medical Devices and Health Monitoring Systems 

  • Contact and Non-Contact Medical Devices for Smart Health and Fitness Monitoring 
  • Internet of Medical Things (IoMT) Architecture for Body Area Network (BAN) and Remote Health Monitoring 
  • Intelligent Water & Air Quality Data Sensing and AI-Data Analytics for Environment-Climate Aware Disease Management and Prediction System 
  • X-ray, Retinal, Skin and Breast Cancer Image Processing Systems 
  • Smart Neonatal Incubator

AI-Powered Signal and Sound Analytics 

  • Voice-Enabled Technologies (ASR, MT and TTS)
  • Assistive Technologies for Person with Physical and Learning Abilities 
  • Speech to Affective Gesture Generation Systems
  • Human-Machine, Machine-Human and Machine-Machine Interactions 
  • Edge Sound Analytics for Sound-Based Activity Monitoring Systems  
  • Edge Data Analytics Based Machine Condition Monitoring Systems
  • Internet of Sound Things (IoST) Architecture for Sound-Based Activity Monitoring Systems  

Biometric Authentication, Emotion/Stress Recognition and Affective Computing Systems 

  • Quality-Aware and Context-Aware Biometric Authentication Systems 
  • Multimodal Affective Computing Systems 
  • Privacy-Free Gesture Recognition Systems for Command Control Applications
  • Music Emotional Intelligence Analytic Systems 
  • Emotional State Recognition Systems 

Physical Security and Military Systems 

  • Multimodal Surveillance Systems for Building and Farm Monitoring Applications
  • Multimodal Data Sensing Based Drone Detection and Monitoring Systems for Security Applications
  • Through-Wall Imaging and Full Body Scanning for Security Applications
  • Privacy-Free Human Sensing and Tracking in Indoor Activity Monitoring System 

Smart Energy Meter and Smart Grid Monitoring Systems

  • Power Quality Monitoring Devices for Ensuring Quality of Electricity
  • Unmanned Aerial Vehicle Assisted AI-Powered Powerline Inspection and Monitoring System
  • Internet of Building Things (IoBT)  for Zero Energy Building and Energy Management 

Smart Agriculture and Farming

  • Internet of Agriculture Things (IoAGT) for Smart Farming
  • AI-Powered Soil Data and Crop Disease Analytics for Precision Agriculture

 

Teaching
  • Digital Signal Processing
Research Area
Signal Processing for Signal Quality Assessment, Noise Recognition, Denoising, Feature Extraction and Compression
VLSI Signal Processing Architectures for Enery-Efficient Event Detection and Monitoring Systems
AI/Machine Learning for Event Recognition
Internet of Things - Energy Consumption Reduction Strategies, Cognitive Radios and Data Security
Multimodal Information Processing
Image Processing - RGB, RADAR, LiDAR, SONAR, Thermal/IR and Hyperspectral
Additional Information
Title
Sponsored and Consultancy Projects
Description
  1. DHR-GIA Proposal: Development of an Affordable Wearable IoT-GPS Enabled Intelligent Vital Signs Monitor for Smart Health Monitoring Services, Funding Agency: ICMR, Budget: INR 60.20 Lakhs (INR 30,35,990), Role: Principal Investigator, Dec 2022- Dec 2024.            
  2. DIVERASIA – Embracing diversity in ASIA through the adoption of Inclusive Open Practices     (Project No.: 618615-EPP-1-2020-1-UK-EPPKA2-CBHE-JP) Funding Agency: Erasmus + Programme of the European Union   Scheme: Capacity Building in Higher Education International Bilateral Co-operation   Grant Amount: €1000000 [For IIT Bhubaneswar- €97046], Jan 2021-Jan 2024.
  3. Speech to Speech Translation for Tribal Languages using Deep Learning Framework, Funding Agency: Meity, Budget: INR 44.53 Lakhs, Role: Principal Investigator, 2021-2024.            
  4. Design and Implementation of Artificial Intelligence Powered Internet-of-Things (IoT) Climate-Aware Health Monitoring and Disease Prediction System for Sustainable Health and Wellness Management, Funding Agency: ICMR, Budget: INR 47.94 Lakhs, Role: Principal Investigator, 2021-2024             
  5. Cost Effective ICT-Data Analytics System for Efficient Management of Water and Fertilizer in Precision Agriculture, Funding Agency: DST - IMPRINT, Budget: INR 83.66 Lakhs, Role: Project Investigator, 2020-2023           
  6. Prototype of Imaging Radar in UWB, Funding Agency: DST - IMPRINT, Budget INR 72.82 Lakhs, Role: Project Investigator, 2019-2021            
  7. Light weight, Reconfigurable Cognitive Radio Platform for M2M and IoT applications, Funding Agency: DST - IMPRINT, Budget: INR 81.98 Lakhs, Role: Project Investigator, 2019-2022            
  8. E3DCRM: Energy-Efficient Embedded Systems for Data-Driven Cardiac Rhythm Monitoring,   Funding Agency: SPARC, MHRD, Budget: INR 75.5 Role: Principal Investigator, 2019-2021            
  9. Stochastic Geometry-based Design of UAV-Assisted IoT Network for Ubiquitous Surveillance Applications, Funding Agency: SPARC, MHRD, Budget: INR 75.5 Lakhs, Role: Co- Principal Investigator, 2019-2021            
  10. Design and Development of Low cost time-synchronized devices for WAMs in Smartgrids,  Funding Agency: SPARC, MHRD, 66. 26 Lakhs, Role: Co- Principal Investigator, 2019-2021            
  11. Visvesvaraya Ph scheme for Electronics and IT, Funding Agency: DeitY, Budget: INR 50.60 Lakhs, Role: Principal Investigator, 2016-2021            
  12. Special Manpower Development Program for Chips to System Design (SMDP-C2SD),   Funding Agency: MeitY, Budget: INR 53.15 Lakhs, Role: Principal Investigator, 2015-2020            
  13. Development of Speech Interface for Form-filling Application in Five Indian Languages,    Funding Agency: MHRD and IMPRINT, INR 45.60 Lakhs (91.20 Lakhs Approved), India. Role: Principal Investigator, 2017-2020            
Title
Professional (Academic and Research) Activities
Description
 Associate Editor 
  • IEEE Access
  • IET Generation, Transmission & Distribution
  • Healthcare Technology Letters
  • PLOS Digital Health
  • Frontiers in Signal Processing (Biomedical Signal Processing)
Academic Editor
  • Journal of Healthcare Engineering
 IEEE Standards
  • Vice Chair of Working Group of IEEE Standards P2520.3.1-Standard for Machine Olfaction Devices and Systems Used for General Indoor Odor Monitoring,  https://sagroups.ieee.org/2520-3-1/ 
  • Member of Working Group of IEEE P1924.1 - Recommended practice for developing energy efficient power-proportional digital architectures, with main contribution of recommendation of Sensor and Data Acquisition Techniques, IEEE Energy Efficient Communication Hardware Standards.
 
Title
Research Recognitions & Awards
Description
  • Top 70 most-cited articles published in the past 7 years (14th position) at A Celebration of the 70th Anniversary of IEEE Transactions on Instrumentation and Measurement: Our paper titled "M. Sabarimalai Manikandan, S. R. Samantaray and I. Kamwa, ''Detection and Classification of Power Quality Disturbances Using Sparse Signal Decomposition on Hybrid Dictionaries," 2021. https://tim.ieee-ims.org/70
  • IEEE TechSym 2014 Best Paper Awards, IIT Kharagpur
  • Session-Best Paper in ICIoTCT2020, IIT Patna
  • 2019 IET Healthcare Technology Letters Premium Award, Journal of IET: Udit Satija, Barathram Ramkumar, M. Sabarimalai Manikandan: ‘ Noise-aware dictionary-learning-based sparse representation framework for detection and removal of single and combined noises from ECG signal’, 2017, 4, (1), pp. 2–12
  • 2019 CVET Most Cited Article Award ($1,250 cash prize), by the Biomedical Engineering Society (BME) and Springer Nature, Philadelphia.
  • Excellence Award-2012 (Outstanding Performer), Samsung India Electronics Pvt. Ltd.
  • Employee of the Month –August 2012, Samsung India Electronics Pvt. Ltd.
Title
Patents (Granted, Filed and Under Filing)
Description
  1. US8954140 B2- Method and System for Determining QRS Complexes in Electrocardiogram Signals
  2. US 20140086346A1-Method and System for Removal of Baseline Wander and Power-line Interference
  3. US 20140064479A1-Method and Systems for Multilevel data Security
  4. US 20140067388A1-Robust Voice Activity Detection in Adverse Environments
  5. US20140245463 A1-System and Method for Accessing Multimedia Content
  6. 3761/DEL/2012-Method and System for User Authentication
  7. Apparatus, Methods and Systems of Energy-Efficient Integrated Secured Compressed Photoplethysmogram Sensing, and Quality-Aware Signal Analysis and Multi-parameter Extraction for AI-IoT Enabled Health and Fitness Monitoring, Submitted the Patent Document, 2021 
  8. Energy and Resource-Efficient Methods, Systems and Hardware Architectures of Configurable Digital Compressed Biosensing Encoder for Wireless Health and Fitness Monitoring Devices, Submitted the Patent Document, 2021
  9. Apparatus, System and methods for Software Defined Audio Trans-receiver system, Submitted the Patent Document 2021
Title
PhD Thesis
Description

Completed (IIT Bhubaneswar)

  1. Ruchi Dilip Kukde, Development and Performance Evaluation of Adaptive Algorithms for Distributed Active Noise Control, Decemeber 2020 
  2. Simhadri Vadrevu, Quality-Aware Photoplethysmographic Signal Processing Methods for Reducing False Alarms and Energy Consumption, January 2021.
 
In Progress (IIT Bhubaneswar)
  1. Gangireddy Narendra Kumar Reddy,  Energy-Efficient Integrated Signal Processing Schemes for Resource-Constrained PPG Monitoring Devices
  2. Y. Sivanjaneyulu, Energy-Efficient Multimodal Cardiac Signal Analysis Techniques for Resource-Constrained Medical Devices
Title
Master Thesis
Description
  1. Shivangi Srivastava, Design and Analysis of Digital Compressed ECG sensing Encoder for IoT Health Monitoring Devices, IIT Bhubaneswar, 2021
  2. P Bhaskara Rao, Performance Study of Ultra-wide Band Radar Based Respiration Rate Measurement Methods, Co-Supervisor with Dr. Srinivas Boppu, IIT Bhubaneswar, 2020
  3. Kinjarapu Manojkumar, Signal Processing Methods For Reliable Measurement of Respiration Rate in Contact And Noncontact Sensing Environments, Co-Supervisor with Dr. Srinivas Boppu, IIT Bhubaneswar, 2020
  4. U Ganapathi, Sound Recognition Methods for Detecting Presence of Amateur Drones, IIT Bhubaneswar, 2020
  5. Shivam Soni, Automatic Audio Event Recognition Schemes for Context-Aware Audio Computing Devices, IIT Bhubaneswar, 2019
  6. Pooja Kumawat, Speech Signal Quality Assessment Schemes for Improving Performance of On-Device and Cloud-Based ASR Systems, IIT Bhubaneswar, 2020.
  7. Joydip Panja, Environmental Audio Scene Classification, IIT Bhubaneswar, 2018
  8. Priya Das, Automated Epileptic Seizure Event Detection from EEG Signals, Co-Supervisor with Dr. Barathram. Ramkumar, IITBhubaneswar, 2018
  9. Gaurav, Detection of Life-Threatening Arrhythmias Using Convolutional Neural Network, IIT Bhubaneswar, 2018
  10. Ugesh Utti, Human Activity Classification System for Health Care Monitoring, IIT Bhubaneswar, 2018.
  11. E. Prabhakararao Efficient and Robust Ventricular Tachycardia and Fibrillation Detection Method for Wearable Cardiac Health Monitoring Devices, IIT Bhubaneswar, 2016
  12. Chandan Maurya, Heart Murmur Detection and Classification, IIT Bhubaneswar, 2016
  13. Mrinal Kanti Boro, A Feasibility Study for Emotion Recognition Using Galvanic Skin Response (GSR), Co-Supervisor with Dr. N. N. Murty, IIT Bhubaneswar, 2016
  14. Deshpande Pranav, Glottal Instants Detection from Speech and EGG Signals, IIT Bhubaneswar, 2015
  15. Tilendra Choudhary, Delineation Framework for PPG and ECG Signals, IIT Bhubaneswar, 2015
  16. Anil Kumar Yadav, Sparse Representation Based Algorithm for Simultaneous Detection and Elimination of Impulsive Noise from Audio Signals, Co-Supervisor with Dr. D. Ghosh, IIT Bhubaneswar, 2014
  17. Aiswarya Lakshmi Muralidharan, Comparative Approach for Speech Enhancement based on Spectral Subtraction and Total Variation Denoising, Amrita Vishwa Vidyapeetham University, 2011
  18. Anish Prasannan, Speech Recognition Systems for Malayalam, Amrita Vishwa Vidyapeetham University, 2011
  19. Arun Soman , Corpus Driven Text to Speech Synthesis for Malayalam, Amrita Vishwa Vidyapeetham University, 2011
  20. Chandru K S, Voice Conversion Using Pitch Contour and Vocal Tract Methods, Amrita Vishwa Vidyapeetham University, 2011
  21. Prasad R R, Mobile Telemedicine, Amrita Vishwa Vidyapeetham University, 2011
  22. Praveen Krishnan, Preprocessing Algorithms for Tamil Optical Character Recognition, Amrita Vishwa Vidyapeetham University, 2011
  23. Suraj A M, Speech Recognition for Malayalam, Amrita Vishwa Vidyapeetham University, 2011
  24. Babini V Nakulan , An Image Processing Based System for Detecting the potassium ions in soil, Amrita Vishwa Vidyapeetham University, 2011
  25. Divya S , Embedded Based Systems for Monitoring Soil Moisture and Water Level, Amrita Vishwa Vidyapeetham University, 2011
  26. Priyanga D. Nair , A System for Detecting the Presence of Phosphorous Ions in Soil Using Image Analysis, Amrita Vishwa Vidyapeetham University, 2011
  27. Rama Meyyappan M , An Unsupervised Algorithm for the Classification of Bands from an Hyperspectral Image, Amrita Vishwa Vidyapeetham University, 2011
  28. Sandeep Krishnan C, Noise Robust Image Fusion Algorithm for Hyperspectral Image, Amrita Vishwa Vidyapeetham University, 2011
  29. Yugasirpi S R, Image Compression Using SPHIT Coding Algorithm and Quality Driven Analysis, Amrita Vishwa Vidyapeetham University, 2011
  30. Krishnapriya S, Water pH Detection and Monitoring, Amrita Vishwa Vidyapeetham University, 2011
Title
UG Thesis
Description
  1. Jatin Sadhwani, WiFi Based Person Activity Detection and Classification, IIT Bhubaneswar, 2021
  2. Bitan Sarkar, Radar Based Human Presence Detection, IIT Bhubaneswar, 2021
  3. Nawaz NM, AI-based Machine Sound Recognition System for Fault Diagnosis, Co-Supervisor with Satish Dhandole, IIT Bhubaneswar, 2021
  4. Murtaza Vohra, Development of EMG Based Movement Analysis Using ML, Co-Supervisor with Satish Dhandole, IIT Bhubaneswar, 2021
  5. Arpit Bal, VLSI Implementation of PPG Quality Aware System, IIT Bhubaneswar, 2020
  6. Chirag Nighut, Classification of Forest Sounds using MFCC, ACF Spectrogram features for Audio Surveillance, IIT Bhubaneswar, 2020
  7. N. Liyanth Raj, Emotion Recognition by EEG Signal, IIT Bhubaneswar, 2020
  8. Aditya Terkar, VLSI implementation of ECG Quality Aware System, IIT Bhubaneswar, 2020
  9. Sudipta Dey, IoT Cloud Enabled Sound Recognition Based Smart Farm Surveillance Network, IIT Bhubaneswar, 2019
  10. Saurabh Arkasali, Exploring Machine Learning based Sound Recognition Methods for IoT - Cloud Enabled Autonomous Hollowness Monitoring Vehicle, IIT Bhubaneswar, 2019
  11. Jayanthi S Aniruth, Continuous Non-Invasive Blood Pressure Monitoring, IIT Bhubaneswar, 2018
  12. R J Visruth, Environmental Sounds Classification using Neural Networks, IIT Bhubaneswar,  2018
  13. Rayudu Pujitha, Active Speaker Localization in a Meeting Room, Co-Supervisor with Dr. Lalan Kumar, IIT Bhubaneswar, 2017
  14. Diptanu D, Lalit K, Event Triggered Surveillance System For Smart-Home Environment, IIT Bhubaneswar, 2016
  15. E. V. Nitin, Non-invasive Blood Pressure Estimation Using PPG and ECG, Co-Guide with Dr. R. Jha, IIT Bhubaneswar,  2015
  16. K Staya  Samyukta and Vishal Singh, Design and Implementation of Wearable Human Fall Monitoring System,  Co-Guide with Dr. Barathram Ramkumar, IIT Bhubaneswar, 2015
  17. Sriram Venkatesh  and Udya Kiran, Design and Implementation of Wearable Wireless Cardiac Vital Signs Monitor Using Photoplethysmography Sensor, Co-Guide with Dr. Barathram. Ramkumar, IIT Bhubaneswar, 2015
  18. R P Naveen Kumar, Sarat Chnadra, Humming Sound Pattern Recognition for Human–Mobile Interactions, IIT Bhubaneswar, 2015
  19. B. Lokanath Reddy, N. R. Kumar Reddy, Compressed Sensing System for Wireless Cardiac Signal Monitoring Applications, IIT Bhubaneswar, 2015
  20. M. S. R. S. V. Prasad, Sparse Representation based Method for Automatic Detection of Epileptic Seizures in EEG Recordings, IIT Bhubaneswar, 2015
  21. Aditya Sriram Sankaran, Manoj Chandrasekaran, and, Magesh S, Design and Development of Signal Processing Algorithms for Applause and Speech Detection in Video Summarization, Amrita Vishwa Vidyapeetham University, 2011
Title
Journal Publications
Description

IEEE Transactions/Journals  

  1. G. Narendra Kumar Reddy, M. Sabarimalai Manikandan and N. V. L. Narasimha Murty, "On-Device Integrated PPG Quality Assessment and Sensor Disconnection/Saturation Detection System for IoT Health Monitoring," in IEEE Transactions on Instrumentation and Measurement, vol. 69, no. 9, pp. 6351-6361, Sept. 2020.
  2. R. Kukde, M. Sabarimalai Manikandan and G. Panda, "Incremental Learning Based Adaptive Filter for Nonlinear Distributed Active Noise Control System," in IEEE Open Journal of Signal Processing, vol. 1, pp. 1-13, 2020.
  3. S. Vadrevu and M. Sabarimalai Manikandan, "Real-Time Quality-Aware PPG Waveform Delineation and Parameter Extraction for Effective Unsupervised and IoT Health Monitoring Systems," in IEEE Sensors Journal, vol. 19, no. 17, pp. 7613-7623, 2019.
  4. S. Vadrevu and M. Sabarimalai Manikandan, "A New Quality-Aware Quality-Control Data Compression Framework for Power Reduction in IoT and Smartphone PPG Monitoring Devices," in IEEE Sensors Letters, vol. 3, no. 7, pp. 1-4, July 2019, Art no. 6001404.
  5. U. Satija, B. Ramkumar and M. Sabarimalai Manikandan, "A New Automated Signal Quality-Aware ECG Beat Classification Method for Unsupervised ECG Diagnosis Environments," in IEEE Sensors Journal, vol. 19, no. 1, pp. 277-286, 1 Jan.1, 2019.
  6. U. Satija, B. Ramkumar and M. Sabarimalai Manikandan, "A Review of Signal Processing Techniques for Electrocardiogram Signal Quality Assessment," in IEEE Reviews in Biomedical Engineering, vol. 11, pp. 36-52, 2018.
  7. S. Vadrevu and M. Sabarimalai Manikandan, "Real-Time PPG Signal Quality Assessment System for Improving Battery Life and False Alarms," in IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 66, no. 11, pp. 1910-1914, Nov. 2019.
  8. S. Vadrevu and M. Sabarimalai Manikandan, "A Robust Pulse Onset and Peak Detection Method for Automated PPG Signal Analysis System," in IEEE Transactions on Instrumentation and Measurement, vol. 68, no. 3, pp. 807-817, March 2019.
  9. P. D. Achlerkar, S. R. Samantaray and M. Sabarimalai Manikandan, "Variational Mode Decomposition and Decision Tree Based Detection and Classification of Power Quality Disturbances in Grid-Connected Distributed Generation System," in IEEE Transactions on Smart Grid, vol. 9, no. 4, pp. 3122-3132, July 2018.
  10. U. Satija, B. Ramkumar and M. Sabarimalai Manikandan, "Automated ECG Noise Detection and Classification System for Unsupervised Healthcare Monitoring," in IEEE Journal of Biomedical and Health Informatics, vol. 22, no. 3, pp. 722-732, May 2018.
  11. K. A. Babu, B. Ramkumar and M. Sabarimalai Manikandan, "Automatic Identification of S1 and S2 Heart Sounds Using Simultaneous PCG and PPG Recordings," in IEEE Sensors Journal, vol. 18, no. 22, pp. 9430-9440, 15 Nov.15, 2018.
  12. P. S. Deshpande and M. Sabarimalai Manikandan, "Effective Glottal Instant Detection and Electroglottographic Parameter Extraction for Automated Voice Pathology Assessment," in IEEE Journal of Biomedical and Health Informatics, vol. 22, no. 2, pp. 398-408, March 2018.
  13. U. Satija, B. Ramkumar and M. Sabarimalai Manikandan, "Real-Time Signal Quality-Aware ECG Telemetry System for IoT-Based Health Care Monitoring," in IEEE Internet of Things Journal, vol. 4, no. 3, pp. 815-823, June 2017.
  14. M. Sabarimalai Manikandan, S. R. Samantaray and I. Kamwa, "Detection and Classification of Power Quality Disturbances Using Sparse Signal Decomposition on Hybrid Dictionaries," in IEEE Transactions on Instrumentation and Measurement, vol. 64, no. 1, pp. 27-38, Jan. 2015.
  15. M. Sabarimalai Manikandan and S. Dandapat, "Multiscale Entropy-Based Weighted Distortion Measure for ECG Coding," in IEEE Signal Processing Letters, vol. 15, pp. 829-832, 2008.

 

IET Journals

  1. R. Kukde, G. Panda and M. Sabarimalai Manikandan, "Bio-inspired evolutionary computing approach for distributed active noise control problem," in Cognitive Computation and Systems, vol. 2, no. 2, pp. 57-65, 2020.
  2. P. P. Mishra, C. N. Bhende and M. Sabarimalai Manikandan, "Islanding detection using total variation-based signal decomposition technique," in IET Energy Systems Integration, vol. 2, no. 1, pp. 22-31, 2020.
  3. S. Vadrevu and M. Sabarimalai Manikandan, "Use of zero-frequency resonator for automatically detecting systolic peaks of photoplethysmogram signal," in Healthcare Technology Letters, vol. 6, no. 3, pp. 53-58, 2019.
  4. R. Kukde, G. Panda and M. Sabarimalai Manikandan, "On distributed non-linear active noise control using diffusion collaborative learning strategy," in IET Signal Processing, vol. 12, no. 4, pp. 410-421, 2018.
  5. U. Satija, B. Ramkumar and M. Sabarimalai Manikandan, "Noise-aware dictionary-learning-based sparse representation framework for detection and removal of single and combined noises from ECG signal," in Healthcare Technology Letters, vol. 4, no. 1, pp. 2-12, 2017.
  6. E. Prabhakararao and M. Sabarimalai Manikandan, "Efficient and robust ventricular tachycardia and fibrillation detection method for wearable cardiac health monitoring devices," in Healthcare Technology Letters, vol. 3, no. 3, pp. 239-246, 2016.
  7. U. Satija, B. Ramkumar and M. Sabarimalai Manikandan, "Robust cardiac event change detection method for long-term healthcare monitoring applications," in Healthcare Technology Letters, vol. 3, no. 2, pp. 116-123, 2016.
  8. M. Sabarimalai Manikandan, B. Ramkumar, P. S. Deshpande and T. Choudhary, "Robust detection of premature ventricular contractions using sparse signal decomposition and temporal features," in Healthcare Technology Letters, vol. 2, no. 6, pp. 141-148, 2015.
  9. M. Sabarimalai Manikandan, S. R. Samantaray and I. Kamwa, "Simultaneous denoising and compression of power system disturbances using sparse representation on overcomplete hybrid dictionaries," in IET Generation, Transmission & Distribution, vol. 9, no. 11, pp. 1077-1088, 2015.
  10. S. S. Kambhampati, V. Singh, M. Sabarimalai Manikandan and B. Ramkumar, "Unified framework for triaxial accelerometer-based fall event detection and classification using cumulants and hierarchical decision tree classifier," in Healthcare Technology Letters, vol. 2, no. 4, pp. 101-107, 2015.
  11. M. Sabarimalai Manikandan and B. Ramkumar, "Straightforward and robust QRS detection algorithm for wearable cardiac monitor," in Healthcare Technology Letters, vol. 1, no. 1, pp. 40-44, 2014.
  12. M. Sabarimalai Manikandan and K. P. Soman, "Robust heart sound activity detection in noisy environments," in Electronics Letters, vol. 46, no. 16, pp. 1100-1102, 2010.

Springer Journals

  1. U. Satija, B. Ramkumar, M. Sabarimalai Manikandan, ``A novel sparse classifier for automatic modulation classification using cyclostationary features," Wireless Personal Communication (Springer), vol. 96, no. 3, 2017.
  2. Titir Dutta, Udit Satija, Barathram. Ramkumar, M. Sabarimalai Manikandan, “Blind Impulse Estimation and Removal using Sparse Signal Decomposition Framework for OFDM Systems”, Journal of Circuits, Systems, and Signal Processing, Vol. 37, No. 2, pp 847–861, February 2018.
  3. 33P. Kathirvel, M. Sabarimalai Manikandan, S. R. M. Prasanna, K. P. Soman, "An Efficient R-peak Detection Based on New Nonlinear Transformation and First-Order Gaussian Differentiator" Cardiovascular Engineering and Technology (Springer), vol. 02, no. 04, pp. 408-425, December 2011.

Elsevier Journals

  1. UditSatija, Barathram.Ramkumar, M. SabarimalaiManikandan, ``An automated ECG signal quality assessment method for unsupervised diagnostic systems" Biocybernetics and Biomedical Engineering, vol. 38, no.1, pp. 54-70, 2018.
  2. M. Sabarimalai Manikandan, and S. Dandapat, "Wavelet-based electrocardiogram signal compression methods and their performances: A prospective review," Biomedical Signal Processing and Control, vol. 14, pp. 73-107, Nov. 2014.
  3. M. Sabarimalai Manikandan and K. P. Soman, "A novel method for detecting R-peaks in electrocardiogram (ECG) signal," Biomed. Signal Process. Control (Elsevier), vol. 07, no. 02, pp. 118–128, March 2012.
  4. M. Sabarimalai Manikandan and S. Dandapat, "Wavelet threshold based TDL and TDR algorithms for real-time ECG signal compression," Biomed. Signal Process. Control, Elsevier, vol. 3, no. 1, pp. 44-66, January 2008.
  5. M. Sabarimalai Manikandan and S. Dandapat, "Wavelet energy based diagnostic distortion measure for ECG," Biomed. Signal Process. Control (Elsevier), vol. 2, no. 2, pp. 80-96, April 2007.
  6. M. Sabarimalai Manikandan and S. Dandapat, "Wavelet threshold based ECG compression using USZZQ and Huffman coding of DSM," Biomed. Signal Process. Control (Elsevier), vol. 1, no. 4, pp. 261-270, October 2006
Title
International and National Conference Proceedings   
Description

 

  1. Yaswanth Chalamalasetti, Sudhir Kumar Sahoo, M. Sabarimalai Manikandan, and Barathram Ramkumar, "Software Defined Radio Based Multi-Band Audio Broadcasting System for Drone Based Communications," 5th International Conference on Internet of Things and Connected Technologies (ICIoTCT), IIT Patna, 2020.
  2. Sudhir Kumar Sahoo, Yaswanth Chalamalasetti, Barathram Ramkumar and M. Sabarimalai Manikandan, "Deep Learning Based Wireless Module Identification (WMI) Methods for Cognitive Wireless Communication Network," International Conference on Paradigms of Computing, Communication and Data Sciences (PCCDS-2020), NIT Kurukshetra, May 2020.
  3. Kinjarapu Manojkumar, Srinivas Boppu and M. Sabarimalai Manikandan "An Automated Algorithm for Estimating Respiration Rate From PPG Signals" 2nd Int. Conf. on Machine Learning, Image Processing, Network Security and Data sciences (MIND-2020), NIT Silchar, Assam, March. 2020.
  4. Ungati. Ganapathi and M. Sabarimalai Manikandan, Convolutional Neural Network Based Sound Recognition Methods for Detecting Presence of Amateur Drones in Unauthorized Zones," 2nd Int. Conf. on Machine Learning, Image Processing, Network Security and Data sciences (MIND-2020), NIT Silchar, Assam, March. 2020.
  5. Padala Bhaskara Rao, Srinivas Boppu and M Sabarimalai Manikandan, "Performance Study of Ultrawide Band Radar Based Respiration Rate Measurement Methods," International Conference on Paradigms of Computing, Communication and Data Sciences (PCCDS-2020), NIT Kurukshetra, May 2020
  6. G. Biswal, A. B. Kambhampati, B. Ramkumar and M. Sabarimalai Manikandan, "Specific Emitter Identification Over Fading Channels," 2019 International Conference on Range Technology (ICORT), Balasore, India, 2019, pp. 1-5.
  7. K. Manikanta, K. P. Soman and M. Sabarimalai Manikandan, "Deep Learning Based Effective Baby Crying Recognition Method under Indoor Background Sound Environments," 2019 4th International Conference on Computational Systems and Information Technology for Sustainable Solution (CSITSS), Bengaluru, India, 2019, pp. 1-6.
  8. P. Kumawat and M. Sabarimalai Manikandan, "SSQA: Speech Signal Quality Assessment Method using Spectrogram and 2-D Convolutional Neural Networks for Improving Efficiency of ASR Devices," 2019 Seventh International Conference on Digital Information Processing and Communications (ICDIPC), Trabzon, Turkey, 2019, pp. 29-34.
  9. S. Soni, S. Dey and M. Sabarimalai Manikandan, "Automatic Audio Event Recognition Schemes for Context-Aware Audio Computing Devices," 2019 Seventh International Conference on Digital Information Processing and Communications (ICDIPC), Trabzon, Turkey, 2019, pp. 23-28.
  10. S. Dey, S. Boppu and M. Sabarimalai Manikandan, "Design of a Real-Time Automatic Source Monitoring Framework Based on Sound Source Localization," 2019 Seventh International Conference on Digital Information Processing and Communications (ICDIPC), Trabzon, Turkey, 2019, pp. 35-40.
  11. K. A. Babu, B. Ramkumar and M. Sabarimalai Manikandan, "Empirical Wavelet Transform Based Lung Sound Removal from Phonocardiogram Signal for Heart Sound Segmentation," ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, UK, 2019, pp. 1313-1317.
  12. P. Das, M. Sabarimalai Manikandan and B. Ramkumar, "Detection of Epileptic Seizure Event in EEG Signals Using Variational Mode Decomposition and Mode Spectral Entropy," 2018 IEEE 13th International Conference on Industrial and Information Systems (ICIIS), Rupnagar, India, 2018, pp. 42-47.
  13. G. N. K. Reddy, M. Sabarimalai Manikandan  and N. V. L. N. Murty, "Integrated Data Compression and Pulse Rate Extraction Scheme Using Differential Coding for Wireless PPG Monitoring Devices," 2018 IEEE 13th International Conference on Industrial and Information Systems (ICIIS), Rupnagar, India, 2018, pp. 48-53.
  14. P. D. Achlerkar, S. R. Samantaray and M. Sabarimalai Manikandan, "Detection of voltage variation events using variational mode decomposition," 2017 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC),  India, 2017, pp. 1-6.
  15. P. Dey, N. Trivedi, U. Satija, B. Ramkumar and M. Sabarimalai Manikandan, "Single Channel Blind Source Separation for MISO Communication Systems," 2017 IEEE 86th Vehicular Technology Conference (VTC-Fall), Toronto, ON, Canada, 2017, pp. 1-5.
  16. R. Kukde, M. Sabarimalai Manikandan and G. Panda, "Robust distributed active noise control in presence of secondary path and error sensor disturbances," TENCON 2017 - 2017 IEEE Region 10 Conference, Penang, Malaysia, 2017, pp. 369-374.
  17. K. A. Babu, B. Ramkumar and M. Sabarimalai Manikandan, "S1 and S2 heart sound segmentation using variational mode decomposition," TENCON 2017 - 2017 IEEE Region 10 Conference, Penang, Malaysia, 2017, pp. 1629-1634.
  18. M. Sabarimalai Manikandan, A. K. Yadav and D. Ghosh, "Elimination of impulsive disturbances from archive audio signals using sparse representation in mixed dictionaries," TENCON 2017 - 2017 IEEE Region 10 Conference, Malaysia, 2017, pp. 2531-2535.
  19. K. A. Babu, B. Ramkumar and M. Sabarimalai Manikandan, "Real-time detection of S2 sound using simultaneous recording of PCG and PPG," TENCON 2017 - 2017 IEEE Region 10 Conference, Penang, Malaysia, 2017, pp. 1475-1480.
  20. U. Satija, B. Ramkumar and M. Sabarimalai Manikandan, "A robust sparse signal decomposition framework for baseline wander removal from ECG signal," 2016 IEEE Region 10 Conference (TENCON), Singapore, 2016, pp. 2470-2473.
  21. S. Vadrevu and M. Sabarimalai Manikandan, "Effective systolic peak detection algorithm using variational mode decomposition and center of gravity," 2016 IEEE Region 10 Conference (TENCON), Singapore, 2016, pp. 2711-2715.
  22. R. Kukde, M. Sabarimalai Manikandan and G. Panda, "Low complexity distributed active noise control using secondary path constraints," 2016 IEEE Region 10 Conference (TENCON), Singapore, 2016, pp. 612-616.
  23. U. Satija, B. Ramkumar and M. Sabarimalai Manikandan, "Low-complexity detection and classification of ECG noises for automated ECG analysis system," 2016 International Conference on Signal Processing and Communications (SPCOM), India, 2016, pp. 1-5.
  24. M. S. Kumar, T. R. Chandra, D. P. Kumar and M. Sabarimalai Manikandan, "Monitoring moisture of soil using low cost homemade Soil moisture sensor and Arduino UNO," 2016 3rd International Conference on Advanced Computing and Communication Systems (ICACCS), Coimbatore, India, 2016, pp. 1-4.
  25. E. Prabhakararao and M. Sabarimalai Manikandan, "Detection of life-threatening arrhythmias using random noise and zerocrossing information," 2016 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET), Chennai, India, 2016, pp. 181-185.
  26. T. Choudhary and M. Sabarimalai Manikandan, "Robust photoplethysmographic (PPG) based biometric authentication for wireless body area networks and m-health applications," 2016 Twenty Second National Conference on Communication (NCC), India, 2016, pp. 1-6.
  27. E. Prabhakararao and M. Sabarimalai Manikandan, "On the use of variational mode decomposition for removal of baseline wander in ECG signals," 2016 Twenty Second National Conference on Communication (NCC), Guwahati, India, 2016, pp. 1-6.
  28. T. Dutta, U. Satija, B. Ramkumar and M. Sabarimalai Manikandan, "A novel method for automatic modulation classification under non-Gaussian noise based on variational mode decomposition," 2016 Twenty Second National Conference on Communication (NCC), Guwahati, India, 2016, pp. 1-6.
  29. U. Satija, B. Ramkumar and M. Sabarimalai Manikandan, "A unified sparse signal decomposition and reconstruction framework for elimination of muscle artifacts from ECG signal," 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, China, 2016, pp. 779-783.
  30. T. Choudhary and M. Sabarimalai Manikandan, "A novel unified framework for noise-robust ECG-based biometric authentication," 2015 2nd International Conference on Signal Processing and Integrated Networks (SPIN), Noida, India, 2015, pp. 186-191.
  31. P. S. Deshpande and M. Sabarimalai Manikandan, "Improving accuracy of glottal closure instant detection methods in nonstationary noise," 2015 2nd International Conference on Signal Processing and Integrated Networks (SPIN), Noida, India, 2015, pp. 736-741.
  32. U. Satija, B. Ramkumar and M. Sabarimalai Manikandan, "A simple method for detection and classification of ECG noises for wearable ECG monitoring devices," 2015 2nd International Conference on Signal Processing and Integrated Networks (SPIN),  India,  pp. 164-169.
  33. R. Kukde, M. Sabarimalai Manikandan and G. Panda, "Development of a novel narrowband active noise controller in presence of sensor error," 2014 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Delhi, India, 2014, pp. 2735-2739.
  34. D. S. Raju, M. Sabarimalai Manikandan and R. Barathram, "An automated method for detecting systolic peaks from arterial blood pressure signals," Proceedings of the 2014 IEEE Students' Technology Symposium, Kharagpur, India, 2014, pp. 41-46.
  35. T. Ramji, B. Ramkumar and M. Sabarimalai Manikandan, "Resource and subcarriers allocation for OFDMA based wireless distributed computing system," 2014 IEEE International Advance Computing Conference (IACC), Gurgaon, India, 2014, pp. 338-342.
  36. K. Syama, N. George, S. Sekhar, C. S. Neethu, M. Sabarimalai Manikandan and K. P. Soman, "Performance Study of Active Contour Model Based Character Segmentation with Nonlinear Diffusion," 2012 International Conference on Advances in Computing and Communications, Cochin, India, 2012, pp. 118-121.
  37. V. Nivitha Varghees, M. Sabarimalai Manikandan, R. Gini and K. P. Soman, "A New Framework to Automatically Select Noise Model for Rician Noise Estimation in MR Images," 2012 International Conference on Advances in Computing and Communications, Cochin, India, 2012, pp. 82-85.
  38. V. Nivitha Varghees, M. Sabarimalai Manikandan and R. Gini, "Adaptive MRI image denoising using total-variation and local noise estimation," IEEE-International Conference On Advances In Engineering, Science And Management (ICAESM -2012), Nagapattinam, India, 2012, pp. 506-511.
  39. D. B. Bhushan, V. Sowmya, M. Sabarimalai Manikandan and K. P. Soman, "An effective pre-processing algorithm for detecting noisy spectral bands in hyperspectral imagery," 2011 International Symposium on Ocean Electronics, Kochi, India, 2011, pp. 34-39.
  40. P. Kathirvel, M. Sabarimalai Manikandan, S. Senthilkumar and K. P. Soman, "Noise robust zerocrossing rate computation for audio signal classification," 3rd International Conference on Trendz in Information Sciences & Computing (TISC2011), Chennai, India, 2011, pp. 65-69.
  41. P. Kathirvel, M. Sabarimalai Manikandan, P. Maya and K. P. Soman, "Detection of power quality disturbances with overcomplete dictionary matrix and ℓ1-norm minimization," 2011 International Conference on Power and Energy Systems, India, 2011, pp. 1-6.
  42. N. S. V. K. Chaitanya, A. Radhakrishnan, G. R. Reddy and M. Sabarimalai Manikandan, "A simple and robust QRS detection algorithm for wireless medical body area network," 2011 International Conference on Emerging Trends in Networks and Computer Communications (ETNCC), Udaipur, India, 2011, pp. 153-158.
  43. C. Manoj, S. Magesh, A. S. Sankaran and M. Sabarimalai Manikandan, "Novel approach for detecting applause in continuous meeting speech," 2011 3rd International Conference on Electronics Computer Technology, Kanyakumari, India, 2011, pp. 182-186.
  44. K. Palanisamy, Attassry Manoj Kumar, M. Chinnappa, M. Sabarimalai Manikandan and K. P. Soman, "Audio visual based pronunciation dictionary for Indian languages," 2010 International Conference on Technology for Education,  India, 2010, pp. 82-84.
  45. M. Sabarimalai Manikandan and S. Dandapat, "An effective wavelet-based lossy compression of noisy ECG signals," TENCON 2008 - 2008 IEEE Region 10 Conference, Hyderabad, India, 2008, pp. 1-6.
  46. M. Sabarimalai Manikandan and S. Dandapat, "ECG Distortion Measures and their Effectiveness," 2008 First International Conference on Emerging Trends in Engineering and Technology, Nagpur, India, 2008, pp. 705-710.
  47. M. Sabarimalai Manikandan and S. Dandapat, "Wavelet energy ased compression of phonocardiogram (PCG) signal for telecardiology," 2007 IET-UK International Conference on Information and Communication Technology in Electrical Sciences (ICTES 2007), Chennai, India, 2007, pp. 650-654.
  48. M. Sabarimalai Manikandan and S. Dandapat, "Quality Controlled Wavelet Compression of ECG Signals by WEDD," International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 2007), Sivakasi, India, 2007, pp. 581-586.
  49. M. Sabarimalai Manikandan and S. Dandapat, "Wavelet-Based ECG and PCG Signals Compression Technique for Mobile Telemedicine," 15th International Conference on Advanced Computing and Communications (ADCOM 2007), Guwahati, India, 2007, pp. 164-169.
  50. M. Sabarimalai Manikandan and S. Dandapat, "Wavelet-Threshold based ECG Compression with Smooth Retrieved Quality for Telecardiology," 2006 Fourth International Conference on Intelligent Sensing and Information Processing,  India, 2006, pp. 138-143.
  51. M. Sabarimalai Manikandan and S. Dandapat, "Wavelet based ECG Compression with Large Zero Zone Quantizer," 2006 Annual IEEE India Conference, New Delhi, India, 2006, pp. 1-5.
Title
Administrative Responsibilities
Description

Past Administrative (Institute Level and School-Level) Responsibilities at IIT Bhubaneswar

  • Director, IITBBS Research and Entrepreneur Park -One of the Directors
  • Professor In Charge of Startup Centre
  • Joint Professor In Charge (Joint PIC), Permanent Campus
  • Professor In Chrage -Horticulture, Permanent Campus
  • In-charge of Security Services, Permanent Campus
  • Odisha Startup Nodal Officer
  • National Innovation and Startup Policy (NISP), Coordinator
  • Coordinator, Institute Ethical Committee (IEC)-Health
  • Member, House Allotment Committee
  • Member, Women Welfare Committee (WWC)
  • Member, Unnat Bharat Abhiyan
  • Member Technology Market Committee (TMC)
  • Selection Committee Member for the Horticulturist
  • Selection Committee Member for the Jr. Technical Superintendent & Jr. Technician
  • Assessment Committee Member to Review the Performance of Non-Teaching Staff
  • Selection Committee Member for Security Agency
  • Satff Confirmation Committee Member
  • Organizing Committee Member of the 5th Annual Convocation 2016
  • Organizing Committee Member of the 4th Annual Convocation 2015
  • Event Management Team Member of 9th Foundation Day 2017
  • Organizing Committee Member 10th Institute Day Celebration 2017
  • Organizing Committee Member of the 1st Alumni Meet 2017
  • Organizing Committee Member 9th Institute Day Celebration 2016
  • Coordinator of 8th Foundation Day 2016
  • Organizing Committee Member 8th Institute Day Celebration 2015
  • Member of Procurement Committee for Tractor and other Machinery Tools, 2017
  • Committee Member for Auction of Cashew Nuts at Argul Campus, 2016 and 2017.
  • School, UG Coordinator
  • School PhD Coordinator
  • School Time Table Coordinator
  • School Internship Admission Coordinator
  • School PhD Admission Coordinator 
  • School Placement Coordinator
  • School Internship Coordinator 

Expert / Committee Member in Government Organizations

  • Screening Committee Member, Technology Development Board (TDB), Department of Science & Technology (DST), December 2021.
  • Technical Member,  Procurement, Department of Women & Child Development and Mission Shakti, Odisha, August 2020
  • Technical Experts, Testing of GPS PDAs, Forest Hqrs. Odisha, Bhubaneswar, 2015
  • Technical Expert, Technical Equipment Procurement,  Odisha Police-Special Operation Group, May 2018
  • Technical Evaluation /field trial of UAV by participating bidder to be held on 26.11.2018 in SOG Hdqrs, Chandaka, Bhubaneswar, November 2018 
  • Experts, Translation of Mandarin to English and vice versa, Technical Consultative Workshop under Technology Development Fund (TDF) Scheme, 30-31 August 2018.
  • Mobility Plan Co-ordination Committee (MPCC) for Low Carbon Mobility Plan (LCMP) for Bhubaneswar, BHUBANESWAR DEVELOPMENT AUTHORITY, Odisha, 2019, 2020
  • Technical Experts, Technical Evaluation, Mass Communication & Early Warning Dissemination System, Odisha Space Applications Centre (ORSAC), Feb 2020, Bhubaneswar
  • Technical Committee Member, Procurement, State Police Head Quarters, 2017